Zeotap: Data Modeling in Druid for Non temporal and Nested Data

October 5, 2020

Druid has been the production workhorse for the past 2+ years at Zeotap powering the core Audience planning across our Connect and Targeting products. Though Druid is best suited for data having time as a dimension as it partitions data based on time first, we have used Druid to serve ML powered enhanced insights and Estimation of potential dataset sizes, to assist us with our core business case of Audience planning. These are datasets without timestamp a.k.a non-temporal with high scale and having nested dimensions. These have been achieved using nuanced data modelling to store the data sets and achieve millisecond latency retrieval on top of the same. The core of the presentation would be on the data modelling journey to achieve these use cases detailing the query access patterns. We also delve upon the architecture - ingestion into druid sink and processing including ML. In the end we go over the production setup and configurations and provide the performance tunings applied.

Building Data Applications with Apache Druid

October 7, 2020

One of the most popular use cases for Apache Druid is building data applications.

GameAnalytics: Building a Real-Time Gaming Analytics Service w/ Druid

October 6, 2020

In this talk, you will learn how we managed to migrate our legacy backend system from using an in-house built streaming analytics service to Apache Druid.

Zeotap: Data Modeling in Druid for Non temporal and Nested Data

October 5, 2020

Druid has been the production workhorse for the past 2+ years at Zeotap powering the core Audience planning across our Connect and Targeting products.

Nielsen: Casting the Spell - Druid in Practice

October 4, 2020

At Nielsen Identity, we leverage Druid to provide our customers with real-time analytics tools for various use-cases.

Splunk: Druid on Kubernetes with Druid-operator

October 3, 2020

This talk introduces the druid kubernetes operator, how to use it to deploy druid clusters and how it works under the hood.

Archmage, Pinterest’s Real-time Analytics Platform on Druid

October 2, 2020

Pinterest shares why they moved from Hbase to Druid & the architectural design and current use cases running in Pinterest's real-time analytics platform.

How TrafficGuard uses Druid to Fight Ad Fraud and Bots

September 3, 2020

In this session, TrafficGuard’s Head of Data Science, Raigon Jolly, will discuss how TrafficGuard uses Imply/Druid

Maximizing Apache Druid performance: Beyond the basics

September 2, 2020

In this talk, Gian Merlino will walk you through some advanced techniques that can provide a multiplier to your Druid performance.

Enterprise Scale Analytics Platform Powered by Druid at Target

September 1, 2020

In this talk we’ll cover why Target chose to create our own analytics platform and specifically how Druid makes this platform successful.

Self Service Analytics at Twitch

August 31, 2020

In this talk, learn how Twitch implemented a common analytics platform for the needs of many different team.

How Netflix Uses Apache Druid to Ensure a High-Quality Experience

August 30, 2020

Ensuring a consistently great Netflix experience while continuously pushing innovative technology updates is no easy feat.

Apache Druid Vision and Roadmap

April 17, 2020

Gian Merlino, Apache Druid PMC Chair, offers his reflections on the Druid journey to date, plus describes his vision for what Druid will become.

Automating CI/CD for Druid Clusters at Athena Health

April 16, 2020

Athena Health is creating a new performance management application for its clients. One of its key components is Apache Druid.

Apache Druid for Anti-Money Laundering (AML) at DBS Bank

April 15, 2020

The DBS compliance team uses Druid to help with anti-money laundering (AML) , allowing them to explore anomalies and apply machine learning.

How Apache Druid Powers Real-Time Analytics at BT

April 14, 2020

BT discusses their Apache Druid journey, which started in early 2019 when they asked Imply to help us with an in-house Network Performance Management project

Using Druid for Network Monitoring and Trust Analytics at Cisco

April 10, 2020

Cisco covers experiences and insights on how they deploy, monitor, and integrate Apache Druid with their applications.

Apache Druid Fireside Chat (Ask Us Anything)

April 10, 2020

The world’s most adept Apache Druid experts take any and all questions.

Analytics over Terabytes of Data at Twitter using Apache Druid

April 10, 2020

Twitter discusses the architecture of their analytics platform, Apache Druid cluster setup, hardware choices, monitoring and use cases.